Modern training model of apprenticeship based on multi-objective optimisation algorithm for sustainable development of school-enterprise cooperation

被引:0
|
作者
Yu, Bo [1 ]
机构
[1] Guangdong Open Univ, Guangdong Polytech Inst, Dept Econ & Management, Guangzhou 510091, Peoples R China
关键词
multi-objective; modern apprenticeship; talent training strategy; school-enterprise cooperation; sustainable development; talent structure; intelligent algorithm; Pareto optimal solution;
D O I
10.1504/IJKBD.2023.133324
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
With the transformation of vocational education talent training mode to 'modern apprenticeship', this study proposes a 'modern apprenticeship' talent training mode based on multi-objective optimisation algorithm under the sustainable development of school enterprise cooperation. First of all, a talent training model based on pyramid structure is constructed to allocate different talents to different tower floors. Then optimise the model, combined with external storage and fitness function, propose a multi-objective optimisation algorithm based on pyramid structure. Experiments on the algorithm model show that the solution of the improved algorithm model under the prediction function is more uniform and stable in the target space, and the convergence speed of the model is faster. Applying the optimised algorithm model to the individual promotion and function distribution of 'modern apprenticeship' talents under the school enterprise cooperation can further promote the development of modern apprenticeship and provide guarantee for enterprises to accurately transport high-quality talents.
引用
收藏
页码:164 / 180
页数:18
相关论文
共 50 条
  • [21] A talent training mode based on school-enterprise cooperation and different directions of autonomous enrollment students of higher vocational school
    Feng, Jiao
    Gao, Shuang
    Zhu, Yan
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON FINANCIAL INNOVATION AND ECONOMIC DEVELOPMENT (ICFIED 2017), 2017, 34 : 53 - 56
  • [22] Evaluation Model Construction of School-Enterprise Cooperation Innovation Ability Based on Big Data Analysis
    Zhou M.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [23] Multi-objective optimisation design of passive suspension parameters based on competition-cooperation game model
    Song, C.
    Zhao, Y.
    Wang, L.
    Niu, L.
    AUSTRALIAN JOURNAL OF MECHANICAL ENGINEERING, 2014, 12 (01) : 13 - 24
  • [24] Study on Model of Computer Professional Double Qualified Teachers' Construction Based on School-Enterprise Cooperation
    Shen, Jin-Xing
    INTERNATIONAL CONFERENCE ON EDUCATION AND DEVELOPMENT (ICED 2016), 2016, : 302 - 306
  • [25] Multi-objective optimisation model of power transmission substation location for sustainable environment
    Nema, A.
    Khare, V.K.
    Khaira, H.K.
    Journal of the Institution of Engineers (India): Mechanical Engineering Division, 2009, 90 (JULY): : 37 - 42
  • [26] Simulation based multi-objective optimisation model for the SLS process
    Singh, A. K.
    Prakash, R. S.
    INNOVATIVE DEVELOPMENTS IN DESIGN AND MANUFACTURING: ADVANCED RESEARCH IN VIRTUAL AND RAPID PROTOTYPING, 2010, : 441 - +
  • [27] A New Learning based Dynamic Multi-objective Optimisation Evolutionary Algorithm
    Fu, Xiaogang
    Sun, Jianyong
    2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 341 - 348
  • [28] Model-based multi-objective optimisation of reheating furnace operations using genetic algorithm
    Hu, Yukun
    Tan, C. K.
    Broughton, Jonathan
    Roach, Paul Alun
    Varga, Liz
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 2143 - 2151
  • [29] OPTIMISATION SCHEME FOR REGIONAL GROUNDWATER POLLUTION CONTROL IN CHINA: ADAPTIVE GENETIC ALGORITHM BASED MULTI-OBJECTIVE OPTIMISATION MODEL
    Ding, Yueqing
    Lei, Kaiqi
    Liu, Cuihong
    Yang, Jianhua
    JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY, 2022, 23 (04): : 1397 - 1406
  • [30] The Training Mode Reform of "Cogent-Jidian" Students Practice Base Based on Depth School-enterprise Cooperation
    Zhang, Yongliang
    Zhong, Junliu
    Qiu, Wenhua
    Luo, Bing
    2014 2ND INTERNATIONAL CONFERENCE ON SOCIAL SCIENCES RESEARCH (SSR 2014), PT 2, 2014, 6 : 91 - 95